Marianna Milano

68 papers Misc 2Journal 26Unranked 37
YearRankTypeTitle / Venue / Authors
2025 — conf
A Machine Learning-Based Framework for Predicting Candidate Drug Side Effects from Biological Networks.
ICCS (Workshops 1)
Pietro Cinaglia, Giulia Pingitore, Marianna Milano, Mario Cannataro
2025 — conf
A Multiview Learning Pipeline for Contrast-Enhanced Mammography: Comparative Evaluation of Different Fusion Strategies.
BIBM
Valeria Popello, Chiara Zucco, Marianna Milano, Mario Cannataro
2025 J jnl
A computational approach to study age-related modifications of the genes involved in Parkinson's disease.
Comput. Biol. Medicine
Marianna Milano, Pietro Cinaglia, Pietro Hiram Guzzi, Mario Cannataro
2025 — conf
Biological Community Detection with Graph Neural Network and Network Curvature Analysis on Gene Co-expression Networks.
ICCS (3)
Marianna Milano, Pietro Cinaglia, Mario Cannataro, Pietro Hiram Guzzi
2025 — conf
Evaluating GNN Inference on Edge Computers.
BCB Companion
Luca Barillaro, Chiara Zucco, Marianna Milano, Giuseppe Agapito, Mario Cannataro
2025 — conf
Novel Graph Neural Network Method for Differential Network Analysis in Biological Data.
BCB
Marianna Milano, Pietro Hiram Guzzi
2025 J jnl
Ten practical tips and tricks to improve the effectiveness of biological network alignment.
PLoS Comput. Biol.
Giuseppe Agapito, Mario Cannataro, Pietro Cinaglia, Marianna Milano
2024 — conf
A Graph Neural Network based fMRI classification.
BIBM
Luca Barillaro, Marianna Milano, Giuseppe Agapito, Mario Cannataro
2024 — conf
A Graph-Theory Based fMRI Analysis.
ICCS (6)
Luca Barillaro, Marianna Milano, Maria Eugenia Caligiuri, Jelle R. Dalenberg, Giuseppe Agapito, Michael Biehl, Mario Cannataro
2024 — conf
A Method for Inferring Candidate Disease-Disease Associations.
ICCS (4)
Pietro Cinaglia, Marianna Milano
2024 — conf
A Multilayer Network-Based Method for Brain Connectivity Analysis from EEG Data.
BIBM
Ilaria Lazzaro, Marianna Milano, Chiara Zucco, Miriam Sturniolo, Franco Pucci, Antonio Gambardella, Mario Cannataro
2024 — conf
A Pipeline for the Analysis of Multilayer Brain Networks.
ICCS (6)
Ilaria Lazzaro, Marianna Milano, Mario Cannataro
2024 — conf
Exploring Network Curvature Differences in Gene Expression Networks.
BIBM
Pietro Hiram Guzzi, Marianna Milano
2024 — conf
Modeling UGT2B7 and NR1I3 genes through multilayer network to highlight hidden link with taxane neurotoxicity.
BIBM
Giuseppe Agapito, Marianna Milano, Francesca Scionti, Nicoletta Staropoli, Pierfrancesco Tassone, Pierosandro Tagliaferri, Mario Cannataro, Mariamena Arbitrio
2024 — conf
Multilayer Networks: A Survey on Models, Analysis of Algorithms and Database.
IWBBIO (1)
Marianna Milano, Ilaria Lazzaro, Mario Cannataro
2024 J jnl
Non parametric differential network analysis: a tool for unveiling specific molecular signatures.
BMC Bioinform.
Pietro Hiram Guzzi, Arkaprava Roy, Marianna Milano, Pierangelo Veltri
2024 — conf
Visualization of Comorbidities in Inflammatory Bowel Diseases through Networks.
BIBM
Rosarina Vallelunga, Marianna Milano, Rocco Spagnuolo, Lidia Giubilei, Evelina Suraci, Mario Cannataro, Francesco Luzza
2023 J jnl
Dense subgraphs in temporal social networks.
Soc. Netw. Anal. Min.
Riccardo Dondi, Pietro Hiram Guzzi, Mohammad Mehdi Hosseinzadeh, Marianna Milano
2023 J jnl
MuLaN: a MultiLayer Networks Alignment Algorithm.
CoRR
Marianna Milano, Pietro Cinaglia, Pietro Hiram Guzzi, Mario Cannataro
2023 J jnl
Multilayer network alignment based on topological assessment via embeddings.
BMC Bioinform.
Pietro Cinaglia, Marianna Milano, Mario Cannataro
2023 J jnl
Network models in bioinformatics: modeling and analysis for complex diseases.
Briefings Bioinform.
Marianna Milano, Mario Cannataro
2023 — conf
Use Predictive Learning Model to Tackle Data Breaches in Healthcare Domain.
BIBM
Giuseppe Agapito, Mario Cannataro, Pietro Cinaglia, Gaetano Guardasole, Marianna Milano
2023 — conf
Visualization of Multilayer Networks.
NUMTA (3)
Ilaria Lazzaro, Marianna Milano
2022 J jnl
A statistical network pre-processing method to improve relevance and significance of gene lists in microarray gene expression studies.
BMC Bioinform.
Giuseppe Agapito, Marianna Milano, Mario Cannataro
2022 J jnl
An Extensive Assessment of Network Embedding in PPI Network Alignment.
Entropy
Marianna Milano, Chiara Zucco, Marzia Settino, Mario Cannataro
2022 J jnl
Design and Implementation of a New Local Alignment Algorithm for Multilayer Networks.
Entropy
Marianna Milano, Pietro Hiram Guzzi, Mario Cannataro
2022 J jnl
Parallel Network Analysis and Communities Detection (PANC) Pipeline for the Analysis and Visualization of COVID-19 Data.
Parallel Process. Lett.
Giuseppe Agapito, Marianna Milano, Mario Cannataro
2021 — conf
A novel network-based methodology for analysis of COVID-19 data.
SEBD
Marianna Milano, Mario Cannataro
2021 — conf
CCTV: a new network-based methodology for the analysis and visualization of COVID-19 data.
BIBM
Marianna Milano
2021 J jnl
COVID-19 Community Temporal Visualizer: a new methodology for the network-based analysis and visualization of COVID-19 data.
Netw. Model. Anal. Health Informatics Bioinform.
Marianna Milano, Chiara Zucco, Mario Cannataro
2020 — conf
A New Parallel Methodology for the Network Analysis of COVID-19 Data.
Euro-Par Workshops
Giuseppe Agapito, Marianna Milano, Mario Cannataro
2020 J jnl
SL-GLAlign: improving local alignment of biological networks through simulated annealing.
Netw. Model. Anal. Health Informatics Bioinform.
Marianna Milano, Wayne B. Hayes, Pierangelo Veltri, Mario Cannataro, Pietro Hiram Guzzi
2019 — ch.
Computing Languages for Bioinformatics: R.
Encyclopedia of Bioinformatics and Computational Biology (1)
Marianna Milano
2019 J jnl
GLAlign: A Novel Algorithm for Local Network Alignment.
IEEE ACM Trans. Comput. Biol. Bioinform.
Marianna Milano, Pietro Hiram Guzzi, Mario Cannataro
2019 — ch.
Gene Prioritization Tools.
Encyclopedia of Bioinformatics and Computational Biology (1)
Marianna Milano
2019 — conf
Learning Weighted Association Rules in Human Phenotype Ontology.
CIBB
Giuseppe Agapito, Mario Cannataro, Pietro H. Guzzi, Marianna Milano
2019 — conf
Mining Association Rules From Disease Ontology.
BIBM
Giuseppe Agapito, Marianna Milano, Pietro Hiram Guzzi, Mario Cannataro
2019 J jnl
Network building and analysis in connectomics studies: a review of algorithms, databases and technologies.
Netw. Model. Anal. Health Informatics Bioinform.
Marianna Milano, Pietro Hiram Guzzi, Mario Cannataro
2019 — conf
Parallel Learning of Weighted Association Rules in Human Phenotype Ontology.
Euro-Par Workshops
Giuseppe Agapito, Mario Cannataro, Pietro Hiram Guzzi, Marianna Milano
2019 — ch.
Tools for Semantic Analysis Based on Semantic Similarity.
Encyclopedia of Bioinformatics and Computational Biology (1)
Marianna Milano
2019 — conf
Towards Local Alignment of Multiple Networks: Multi-GLAlign.
BCB
Marianna Milano, Pietro Hiram Guzzi, Mario Cannataro
2019 J jnl
Using multiple network alignment for studying connectomes.
Netw. Model. Anal. Health Informatics Bioinform.
Marianna Milano, Pietro Hiram Guzzi, Mario Cannataro
2018 J jnl
An experimental study of information content measurement of gene ontology terms.
Int. J. Mach. Learn. Cybern.
Marianna Milano, Giuseppe Agapito, Pietro Hiram Guzzi, Mario Cannataro
2018 — conf
HetNetAligner: A Novel Algorithm for Local Alignment of Heterogeneous Biological Networks.
BCB
Marianna Milano, Pietro Hiram Guzzi, Mario Cannataro
2018 J jnl
HetNetAligner: Design and Implementation of an algorithm for heterogeneous network alignment on Apache Spark.
CoRR
Pietro Hiram Guzzi, Marianna Milano, Pierangelo Veltri, Mario Cannataro
2018 — conf
SL-GLAlign: Improving the Local Alignment of Biological Networks through Simulated Annealing.
BCB
Marianna Milano, Wayne B. Hayes, Pierangelo Veltri, Mario Cannataro, Pietro Hiram Guzzi
2018 — conf
Towards Heterogeneous Network Alignment: Design and Implementation of a Large-Scale Data Processing Framework.
Euro-Par Workshops
Marianna Milano, Pierangelo Veltri, Mario Cannataro, Pietro Hiram Guzzi
2017 J jnl
An extensive assessment of network alignment algorithms for comparison of brain connectomes.
BMC Bioinform.
Marianna Milano, Pietro Hiram Guzzi, Olga Tymofiyeva, Duan Xu, Christopher Paul Hess, Pierangelo Veltri, Mario Cannataro
2017 J jnl
Learning Weighted Association Rules in Human Phenotype Ontology.
CoRR
Pietro Hiram Guzzi, Giuseppe Agapito, Marianna Milano, Mario Cannataro
2017 Misc conf
Using Multi Network Alignment for Analysis of Connectomes.
ICCS
Marianna Milano, Pietro Hiram Guzzi, Mario Cannataro
2016 J jnl
Extracting Cross-Ontology Weighted Association Rules from Gene Ontology Annotations.
IEEE ACM Trans. Comput. Biol. Bioinform.
Giuseppe Agapito, Marianna Milano, Pietro Hiram Guzzi, Mario Cannataro
2016 — conf
GLAlign: Using global graph alignment to improve local graph alignment.
BIBM
Marianna Milano, Mario Cannataro, Pietro Hiram Guzzi
2016 J jnl
Methodologies and experimental platforms for generating and analysing microarray and mass spectrometry-based omics data to support P4 medicine.
Briefings Bioinform.
Pietro Hiram Guzzi, Giuseppe Agapito, Marianna Milano, Mario Cannataro
2016 — conf
Using Network Alignment for Analysis of Connectomes: Experiences from a Clinical Dataset.
BCB
Marianna Milano, Olga Tymofiyeva, Duan Xu, Christopher Paul Hess, Mario Cannataro, Pietro Hiram Guzzi
2015 — conf
Efficient learning of association rules from human phenotype ontology.
BCB
Giuseppe Agapito, Marianna Milano, Pietro Hiram Guzzi, Mario Cannataro
2015 J jnl
GoD: An R-package based on ontologies for prioritization of genes with respect to diseases.
J. Comput. Sci.
Mario Cannataro, Pietro Hiram Guzzi, Marianna Milano
2015 — conf
Towards the assessment of GRN algorithms based on (disease) ontology.
BCB
Pietro Hiram Guzzi, Marianna Milano, Swarup Roy
2015 J jnl
Using GO-WAR for mining cross-ontology weighted association rules.
Comput. Methods Programs Biomed.
Giuseppe Agapito, Mario Cannataro, Pietro Hiram Guzzi, Marianna Milano
2015 J jnl
Using SSN-Analyzer for analysis of semantic similarity networks.
Netw. Model. Anal. Health Informatics Bioinform.
Pietro Hiram Guzzi, Marianna Milano, Pierangelo Veltri, Mario Cannataro
2014 J jnl
A web-based tool to Analyze Semantic Similarity Networks.
CoRR
Mario Cannataro, Pietro Hiram Guzzi, Marianna Milano, Pierangelo Veltri
2014 — conf
A web-based tool to analyze semantic similarity networks.
BCB
Marianna Milano, Pietro Hiram Guzzi, Pierangelo Veltri, Mario Cannataro
2014 — conf
Biases in information content measurement of gene ontology terms.
BIBM
Marianna Milano, Giuseppe Agapito, Pietro Hiram Guzzi, Mario Cannataro
2014 — conf
GO-WAR: A Tool for Mining Weighted Association Rules from Gene Ontology Annotations.
CIBB
Giuseppe Agapito, Mario Cannataro, Pietro Hiram Guzzi, Marianna Milano
2014 — conf
Improving annotation quality in gene ontology by mining cross-ontology weighted association rules.
BIBM
Giuseppe Agapito, Marianna Milano, Pietro Hiram Guzzi, Mario Cannataro
2014 Misc conf
Mining Association Rules from Gene Ontology and Protein Networks: Promises and Challenges.
ICCS
Pietro Hiram Guzzi, Marianna Milano, Mario Cannataro
2014 — conf
Profiling basic health information of tourists: towards a recommendation system for the adaptive delivery of medical certified nutrition contents.
HPCS
Giuseppe Agapito, Barbara Calabrese, Ilaria Care, Daniela Falcone, Pietro Hiram Guzzi, Nicola Ielpo, Theodora Lamprinoudi, Marianna Milano, Mariadelina Simeoni, Mario Cannataro
2013 — conf
Modularity and community detection in Semantic Similarity Networks trough Spectral Based Transformation and Markov Clustering.
BCB
Pietro Hiram Guzzi, Simone Truglia, Marianna Milano, Pierangelo Veltri, Mario Cannataro
2011 — conf
Using semantic similarity to detect features in yeast protein complexes.
BIBM Workshops
Pietro Hiram Guzzi, Marianna Milano, Pierangelo Veltri, Mario Cannataro